Proceedings ArticleDOI
Techniques for Indian classical raga identification- A survey
Trupti Katte,Bhavana Tiple +1 more
- pp 1-6
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TLDR
Some basic terms in Indian classical music and terms associated with raga are introduced and different techniques for raga identification along with their system structure are discussed.Abstract:
Raga plays an important role in Indian classical music. Raga is made up from the swara or note. According to characteristics of raga, Indian classical music is further divided into two systems Hindustani / North Indian classical music, Carnatic / South India classical music. This paper introduces us with some basic terms in Indian classical music and terms associated with raga. Then we discussed different techniques for raga identification along with their system structure. Different challenges associated with raga identification.read more
Citations
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Development of an intelligent model for musical key estimation using machine learning techniques
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Time domain analysis of Indian classical raga rendition
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Book ChapterDOI
A Scientific Exploration of the Time Theory in Hindustani Ragas
TL;DR: This work is an attempt for investigating time domain as well as frequency domain features of different ragas which are rendered during day and night of Hindustani classical music.
Proceedings ArticleDOI
A Deep Learning Based Approach for Janya Raga Classification in Carnatic Music
TL;DR: In this paper , classification-based supervised deep learning models (1D CNN, LSTM and 1D CNN-LSTM) were used to identify the Melakarta Raga of a Janya Raga, especially for improved music recommendation performance.
References
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Proceedings ArticleDOI
Raag Recognition Using Pitch-Class and Pitch-Class Dyad Distributions.
Parag Chordia,Alex Rae +1 more
TL;DR: The first large-scale raag recognition experiment is described, which clearly demonstrates the effectiveness of PCDs and PCDDs in discriminating raags, even when musical differences are subtle.
Proceedings Article
TANSEN: A System for Automatic Raga Identification.
TL;DR: This paper presents an approach to solve the problem of automatic identification of Ragas from audio samples based on a Hidden Markov Model enhanced with a string matching algorithm, named Tansen.
Raga Identification of Carnatic music for Music Information Retrieval
TL;DR: This work proposes a method to identify the raga of a Carnatic music signal, which could be used to index the songs and further for retrieval based on the Raga, and determines the singer to know the fundamental frequency of the singer.
Raga Mining of Indian Music by Extracting Arohana-Avarohana Pattern
Surendra Shetty,K. K. Achary +1 more
TL;DR: A system which takes an audio file as an input and converts it into sequence of notes, identifies the raga by extracting its Arohana- avarohana pattern is depicted.
Proceedings Article
Swara Histogram Based Structural Analysis And Identification Of Indian Classical Ragas.
TL;DR: Methods to perform scale-independent raga identification using a random forest classifier on swara histograms and achieved state-of-the-art results for the same.